Period
to 5 April 2020

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Scala skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Scala over the 6 months to 5 April 2020 with a comparison to the same period in the previous 2 years.

Scala
England > Yorkshire
6 months to
5 Apr 2020
Same period 2019 Same period 2018
Rank 140 188 252
Rank change year-on-year +48 +64 -2
Permanent jobs citing Scala 91 94 72
As % of all permanent jobs advertised in Yorkshire 1.56% 1.27% 0.69%
As % of the Programming Languages category 3.05% 2.49% 1.30%
Number of salaries quoted 64 65 52
Median annual salary £55,000 £50,000 £52,500
Median salary % change year-on-year +10.00% -4.76% -4.55%
10th Percentile £42,500 £28,750 £38,750
90th Percentile £70,000 £63,354 £67,000
England median annual salary £75,000 £72,500 £67,500
% change year-on-year +3.45% +7.41% +3.85%

Scala is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for coding skills.

All Programming Languages
Yorkshire
Permanent vacancies with a requirement for coding skills 2,988 3,778 5,518
As % of all permanent IT jobs advertised in Yorkshire 51.10% 51.19% 53.16%
Number of salaries quoted 2,598 3,177 4,905
Median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £28,925 £28,750 £27,500
90th Percentile £66,250 £60,000 £60,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Scala
Job Vacancy Trend in Yorkshire

Job postings citing Scala as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Scala in Yorkshire

Scala
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Scala in Yorkshire.

Salary trend for Scala in Yorkshire

Scala
Salary Histogram in Yorkshire

Salary distribution for jobs citing Scala in Yorkshire over the 6 months to 5 April 2020.

Salary histogram for Scala in Yorkshire

Scala
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Yorkshire region over the 6 months to 5 April 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +21 80 £55,000 - 4
South Yorkshire +35 11 £47,500 -5.00% 3
Scala
England

For the 6 months to 5 April 2020, IT jobs citing Scala also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Yorkshire region with a requirement for Scala.

1 77 (84.62%) Python
2 76 (83.52%) Java
3 52 (57.14%) Agile Software Development
3 52 (57.14%) DevOps
4 35 (38.46%) Software Engineering
4 35 (38.46%) SQL
5 34 (37.36%) C#
5 34 (37.36%) AWS
6 33 (36.26%) Microservices
7 32 (35.16%) Node.js
8 26 (28.57%) Open Source
9 25 (27.47%) BDD
9 25 (27.47%) JavaScript
9 25 (27.47%) Go
10 24 (26.37%) Docker
11 23 (25.27%) Kubernetes
11 23 (25.27%) Finance
11 23 (25.27%) Test Automation
12 22 (24.18%) TDD
13 21 (23.08%) Kanban
13 21 (23.08%) Data Engineering
14 20 (21.98%) Mentoring
14 20 (21.98%) Apache Spark
14 20 (21.98%) Big Data
14 20 (21.98%) Azure
15 19 (20.88%) NoSQL
15 19 (20.88%) Git (software)
15 19 (20.88%) Ruby
16 18 (19.78%) Scrum
16 18 (19.78%) PHP

Scala
Co-occurring IT Skills in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 20 (21.98%) Apache Spark
2 11 (12.09%) Apache
3 9 (9.89%) nginx
4 4 (4.40%) Confluence
5 1 (1.10%) OpenStack
Cloud Services
1 34 (37.36%) AWS
2 20 (21.98%) Azure
3 9 (9.89%) Amazon EMR
4 7 (7.69%) Amazon Kinesis
5 4 (4.40%) Amazon EC2
5 4 (4.40%) Amazon S3
5 4 (4.40%) Amazon SageMaker
6 2 (2.20%) GCP
7 1 (1.10%) AWS CloudFormation
7 1 (1.10%) BrowserStack
7 1 (1.10%) Cloud Computing
7 1 (1.10%) Sauce Labs
Communications & Networking
1 3 (3.30%) Internet
Database & Business Intelligence
1 20 (21.98%) Big Data
2 19 (20.88%) NoSQL
3 17 (18.68%) Data Lake
4 14 (15.38%) Hadoop
5 9 (9.89%) Apache Hive
5 9 (9.89%) Data Warehouse
6 8 (8.79%) Impala
6 8 (8.79%) Relational Database
7 6 (6.59%) Amazon Athena
7 6 (6.59%) Pentaho
8 5 (5.49%) HBase
9 4 (4.40%) Amazon Aurora
9 4 (4.40%) Amazon RDS
9 4 (4.40%) Data Mining
9 4 (4.40%) Electronic Patient Records
9 4 (4.40%) Snowflake Schema
10 3 (3.30%) Apache Cassandra
11 2 (2.20%) Amazon Redshift
11 2 (2.20%) SQL Server Integration Services
12 1 (1.10%) MongoDB
Development Applications
1 19 (20.88%) Git (software)
2 15 (16.48%) Selenium
3 14 (15.38%) Appium
3 14 (15.38%) Cucumber
3 14 (15.38%) Jenkins
4 10 (10.99%) Gatling
4 10 (10.99%) JMeter
5 9 (9.89%) Atlassian Bamboo
5 9 (9.89%) Buildbot
5 9 (9.89%) Mercurial
5 9 (9.89%) NeoLoad
5 9 (9.89%) Ranorex
5 9 (9.89%) SoapUI
5 9 (9.89%) Subversion
5 9 (9.89%) WATIR
5 9 (9.89%) WebLOAD
6 4 (4.40%) Bitbucket
6 4 (4.40%) JIRA
7 3 (3.30%) EasyMock
7 3 (3.30%) Mockito
General
1 23 (25.27%) Finance
2 5 (5.49%) Games
3 4 (4.40%) Advertising
4 1 (1.10%) Banking
4 1 (1.10%) Legal
4 1 (1.10%) Public Sector
4 1 (1.10%) Publishing
Job Titles
1 27 (29.67%) Developer
2 23 (25.27%) Data Engineer
3 16 (17.58%) Software Engineer
4 11 (12.09%) Software Developer
5 9 (9.89%) Analyst
5 9 (9.89%) Developer in Test
5 9 (9.89%) JavaScript Developer
5 9 (9.89%) Senior Data Engineer
5 9 (9.89%) UI Developer
6 7 (7.69%) Big Data Engineer
6 7 (7.69%) Principal Engineer
7 6 (6.59%) AWS Engineer
7 6 (6.59%) Engineering Manager
7 6 (6.59%) Software Engineering Manager
7 6 (6.59%) Software Manager
8 5 (5.49%) AWS DevOps
8 5 (5.49%) AWS DevOps Engineer
8 5 (5.49%) Lead Developer
8 5 (5.49%) Senior Software Engineer
8 5 (5.49%) Test Analyst
Libraries, Frameworks & Software Standards
1 32 (35.16%) Node.js
2 14 (15.38%) Kafka
3 9 (9.89%) AngularJS
3 9 (9.89%) Backbone.js
3 9 (9.89%) CSS
3 9 (9.89%) CSS3
3 9 (9.89%) Ember.js
3 9 (9.89%) HTML
3 9 (9.89%) HTML5
3 9 (9.89%) KnockoutJS
3 9 (9.89%) Redux
4 8 (8.79%) Apache Avro
4 8 (8.79%) Web Services
5 4 (4.40%) .NET
5 4 (4.40%) React
6 3 (3.30%) Hibernate
6 3 (3.30%) JDBC
6 3 (3.30%) REST
6 3 (3.30%) Spring
6 3 (3.30%) Spring MVC
Miscellaneous
1 10 (10.99%) Analytical Skills
2 9 (9.89%) Algorithms
2 9 (9.89%) Data Structures
3 3 (3.30%) RIA
4 2 (2.20%) PMI
4 2 (2.20%) Tandem
5 1 (1.10%) Enterprise Software
5 1 (1.10%) Public Cloud
Processes & Methodologies
1 52 (57.14%) Agile Software Development
1 52 (57.14%) DevOps
2 35 (38.46%) Software Engineering
3 33 (36.26%) Microservices
4 26 (28.57%) Open Source
5 25 (27.47%) BDD
6 23 (25.27%) Test Automation
7 22 (24.18%) TDD
8 21 (23.08%) Data Engineering
8 21 (23.08%) Kanban
9 20 (21.98%) Mentoring
10 18 (19.78%) Data Science
10 18 (19.78%) Scrum
11 17 (18.68%) Continuous Integration
12 16 (17.58%) Analytics
13 15 (16.48%) ETL
14 14 (15.38%) Software Testing
15 13 (14.29%) OO
16 10 (10.99%) Project Management
17 9 (9.89%) DSDM
Programming Languages
1 77 (84.62%) Python
2 76 (83.52%) Java
3 35 (38.46%) SQL
4 34 (37.36%) C#
5 25 (27.47%) Go
5 25 (27.47%) JavaScript
6 19 (20.88%) Ruby
7 18 (19.78%) PHP
8 17 (18.68%) C
9 11 (12.09%) Kotlin
10 9 (9.89%) C++
11 7 (7.69%) T-SQL
12 3 (3.30%) Java 8
13 2 (2.20%) Groovy
14 1 (1.10%) Bash Shell
14 1 (1.10%) Perl
Qualifications
1 2 (2.20%) Degree
1 2 (2.20%) PMI Certification
Quality Assurance & Compliance
1 4 (4.40%) Data Quality
2 1 (1.10%) QA
System Software
1 24 (26.37%) Docker
2 9 (9.89%) HDFS
Systems Management
1 23 (25.27%) Kubernetes
2 8 (8.79%) Rancher
3 3 (3.30%) Hadoop YARN
4 2 (2.20%) Mesos
4 2 (2.20%) Terraform
5 1 (1.10%) Opscode Chef
5 1 (1.10%) Puppet
Vendors
1 4 (4.40%) Cloudera
2 3 (3.30%) Cognizant
2 3 (3.30%) Oracle
3 2 (2.20%) Talend
4 1 (1.10%) Google
4 1 (1.10%) Tableau